Hong Cheng

TianQuan-S2S: A Subseasonal-to-Seasonal Global Weather Model via Incorporate Climatology State

NextQuill: Causal Preference Modeling for Enhancing LLM Personalization

Beyond Structure: Invariant Crystal Property Prediction with Pseudo-Particle Ray Diffraction

Task-Adaptive Parameter-Efficient Fine-Tuning for Weather Foundation Models

Answer-Consistent Chain-of-thought Reinforcement Learning For Multi-modal Large Langauge Models

Can LLMs Alleviate Catastrophic Forgetting in Graph Continual Learning? A Systematic Study

ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization

ResCast: Enhancing Global Medium-range Precipitation Forecasting with Residual Diffusion Model

SynopticMind: An Instruction Tuning MLLM For Weather Forecasting Report Generation

Non-stationary Equivariant Graph Neural Networks for Physical Dynamics Simulation

Does Graph Prompt Work? A Data Operation Perspective with Theoretical Analysis

IBCircuit: Towards Holistic Circuit Discovery with Information Bottleneck

Does Graph Prompt Work? A Data Operation Perspective with Theoretical Analysis

Efficient Multi-modal Large Language Models via Visual Token Grouping

When Do LLMs Help With Node Classification? A Comprehensive Analysis

IBCircuit: Towards Holistic Circuit Discovery with Information Bottleneck